OPEN JAV / PUBLIC REPOSITORIES

Open JAV brings decision code into view.

Open JAV guides you through the public repositories listed by HE Jev on GitHub. Explore laya, openjev, and the NanoJev fork, then follow the organization list as projects change.

Browse the repositories

Read the source. Keep the attribution.

01 / OPEN JAV / PUBLIC REPOSITORIES

Open JAV connects you to three public repositories.

Start with each repository's own README, source files, and license. The projects document typed decisions and independent experiments; their GitHub pages remain the source for updates.

01 / PUBLIC REPOSITORY / LAYA

laya makes typed decisions inspectable.

The laya repository documents a multilingual decision model and code for choice, score, and probability outputs. Its README explains checkpoints, use cases, and evaluation limits.

Explore laya on GitHub

02 / PUBLIC FORK / OPENJEV

openjev preserves a laya fork.

The openjev repository is a GitHub fork of NandhaKishorM/laya. Its README covers multilingual typed decisions, routing, and the upstream project's evaluation notes; the fork relationship remains visible on GitHub.

Explore openjev on GitHub Visit the original laya project

03 / PUBLIC FORK / NANOJEV

NanoJev explores parallel decisions.

HE Jev hosts a fork of TianyuCodings' independent NanoJev project. Read the original project's attribution, recorded examples, training notes, and license before reusing its work.

Explore the NanoJev fork Visit the original NanoJev project

02 / FROM THE OPENJEV README

Open JAV reads the openjev project in context.

Open JAV introduces the openjev README's description of a multilingual, non-autoregressive decision model. This edited overview pairs the original Laya project's imagery with its terminology and links back to the complete source.

A SMALL VOCABULARY FOR DECISIONS

The README describes typed outputs.

Instead of composing a long answer, the documented model accepts a question with a defined output shape. The README explains three task types:

choice selects from supplied candidates.

score assigns a bounded score to a candidate.

noul estimates a probability for a yes-or-no question.

The README also introduces a Router that selects among decision heads. The repository contains the implementation and examples; consult the original docs for inputs, checkpoints, and limits.

Read the openjev README ↗ Read the original Laya project ↗ Read the repository license ↗

Laya versus TypeSafe Jev comparison chart published in the openjev README — Figure reproduced from the upstream Laya README. TypeSafe Jev is a separate third-party project, not HE Jev's JEV. The chart combines the author's Laya measurements with third-party published Jev figures under different setups; HE Jev has not independently verified them. View the full-size source figure ↗Review evaluation notes ↗

Source: he-jev/openjev, a fork of NandhaKishorM/laya by Convai Innovations. Images and evaluation claims belong to the source project. This is an attributed snapshot; the live README and license govern the latest version and reuse.

03 / THE ORGANIZATION INDEX

Open JAV follows the public GitHub list.

Open JAV checks HE Jev's public repositories when you open the page. GitHub's organization view remains the complete, current directory, including projects beyond the first page of API results.

Public repositories

View every HE Jev repository on GitHub

Featured repository links are available below.

04 / READ WITH CONTEXT

Open JAV keeps project origins visible.

The GitHub listing shows public code, not a release claim for the HE Jev JEV model or API. NanoJev originated with TianyuCodings, and openjev forks NandhaKishorM/laya. Project READMEs and licenses define each repository's scope and terms.

See the attributed Nano JEV demos